Daniar Kurniawan
Machine Learning Systems Engineer at MangoBoost
Bellevue, Washington, United States
Summary
👤
Senior🎓
Top SchoolDaniar Kurniawan is a Machine Learning Systems Engineer with 12 years of experience at the intersection of ML and distributed systems, currently optimizing ML deployments using DPU, GPU-over-RDMA and NVMe technologies at MangoBoost. He holds a PhD from the University of Chicago and during his graduate work built novel caching and I/O admission algorithms that cut memory use and p99 tail latencies dramatically, and developed inference methods with up to 10x latency improvements. His research track includes publications and systems work on detecting distributed concurrency bugs, resource-allocation improvements for cloud services, and practical integrations of ML into storage systems like Ceph. Daniar has deep hands-on experience hacking large-scale systems—Cassandra, Apache Ignite, Voldemort, Spark—and has repeatedly shipped firmware and cluster-scale optimizations at Seagate and Microsoft collaborations. Notably, he implemented a PyTorch-integrated caching approach that reduced Meta-style deep learning memory footprints by up to 94%, and prototyped kernel-level NN deployments achieving microsecond inference latencies. Based in Bellevue, WA, he blends rigorous academic research with production-grade systems engineering to push low-latency, high-throughput ML serving.
12 years of coding experience
9 years of employment as a software developer
Bachelor of Engineering (B.Eng.) Computer Science, Bachelor of Engineering (B.Eng.) Computer Science at Institut Teknologi BandungDoctor of Philosophy - PhD Computer Science, Doctor of Philosophy - PhD Computer Science at University of Chicago
Indonesian, English
Github Skills (61)
mass10
capacity10
tom10
low-latency9
object-storage9
android-development9
storage9
android-application9
csv8
backblaze8
distributed-systems8
typescript8
big-data8
faults8
microsoft7
Programming languages (9)
Github contributions (5)
daniarherikurniawan/daniarherikurniawan.github.io
Feb 2015 - Jun 2024
Contributions:68 pushes, 1 branch in 9 years 5 months
sinambelajunita/Steganograph-BPCS
Feb 2016 - Mar 2016
Contributions:19 commits, 10 pushes, 1 branch in 1 month
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